| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Target-Based Sentiment Analysis | DL Laptop (test) | Precision63.43 | 16 | |
| Reranking | DL-20 | MAP58.5 | 12 | |
| Reranking | DL 19 | MAP54.5 | 12 | |
| Aspect Term Extraction | DL Laptop SemEval 2014 (test) | F1 Score87.93 | 8 | |
| Relevance Assessment Label Alignment | DL 2019 | Cohen's Kappa (κ)0.46 | 4 |